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Deep learning for sleep analysis on children with sleep-disordered breathing: Automatic detection of mouth breathing events

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Introduction: Sleep-disordered breathing (SDB) can range from habitual snoring to severe obstructive sleep apnea (OSA). A common characteristic of SDB in children is mouth breathing, yet it is commonly overlooked and inconsistent... ...